Individual skill
fine-tuning-unsloth
Expert guidance for fast fine-tuning with Unsloth - 2-5x faster training, 50-80% less memory, LoRA/QLoRA optimization
cli-tool/components/skills/ai-research/fine-tuning-unsloth/SKILL.md
Source commit ad81bf053f80b626801decf425f501ba49983d98
What was checked
- Matches the observed repository HEAD
- Yes
- Scanner rules are current
- No
- Repository scan complete
- No
- Skill scan complete
- No
- Observed behavior
- Not checked yet
- Last checked
- Nov 4, 2026
These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.
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Repository context
- Repository stars (not skill ratings)
- 33,202
- Repository last updated
- Nov 8, 2026
- License
- MIT
Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.
- anthropic Repository topic
- anthropic-claude Repository topic
- claude Repository topic
- claude-code Repository topic
- agent-skills Repository topic
- ai-agents Repository topic
- claude-code-plugins Repository topic
- cli Repository topic
- mcp Repository topic
- registry Repository topic
- fine-tuning Declared skill tag
- unsloth Declared skill tag
- fast-training Declared skill tag
- lora Declared skill tag
- qlora Declared skill tag
- memory-efficient Declared skill tag
- optimization Declared skill tag
- llama Declared skill tag
- mistral Declared skill tag
- gemma Declared skill tag
- qwen Declared skill tag
- engineering Derived category
Files and excerpt
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SKILL.mdcore · 2,319 bytesSKILL.mdcore · 2,319 bytesreferences/index.mddoc · 98 bytesreferences/llms-full.mddoc · 1,077,228 bytesreferences/llms-txt.mddoc · 813,092 bytesreferences/llms.mddoc · 12,507 bytes
Read excerpt
# Unsloth Skill
Comprehensive assistance with unsloth development, generated from official documentation.
## When to Use This Skill
This skill should be triggered when:
- Working with unsloth
- Asking about unsloth features or APIs
- Implementing unsloth solutions
- Debugging unsloth code
- Learning unsloth best practices
## Quick Reference